Pith Number

pith:LQFAF5AZ

pith:2024:LQFAF5AZXOMU3JV5MSRV2YXHTI

not attested not anchored not stored refs pending

ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs

Xinning Hui, Xipeng Shen, Yuanchao Xu, Zhishan Guo

arxiv:2404.16812 v1 · 2024-04-25 · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQFAF5AZXOMU3JV5MSRV2YXHTI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T08:12:12.838976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c0a02f419bb994da6bd64a35d62e79a030eac38f945f8e1294eede36f2ca160

Aliases

arxiv: 2404.16812 · arxiv_version: 2404.16812v1 · doi: 10.48550/arxiv.2404.16812 · pith_short_12: LQFAF5AZXOMU · pith_short_16: LQFAF5AZXOMU3JV5 · pith_short_8: LQFAF5AZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LQFAF5AZXOMU3JV5MSRV2YXHTI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5c0a02f419bb994da6bd64a35d62e79a030eac38f945f8e1294eede36f2ca160

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f59f4086919f5858b756ed1dbccb86a5bdcba529446fa56509d9676ca6f2cc00",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-04-25T17:56:21Z",
    "title_canon_sha256": "556974d660fe0160fe84fdfc5e72089acfd2d55e8444c42eb6237a66adc602d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16812",
    "kind": "arxiv",
    "version": 1
  }
}